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SnowPro Advanced SnowPro Advanced: Data Engineer Certification Exam

SnowPro Advanced: Data Engineer Certification Exam

Last Update Dec 11, 2025
Total Questions : 65

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Questions 2

Which stages support external tables?

Options:

A.  

Internal stages only; within a single Snowflake account

B.  

internal stages only from any Snowflake account in the organization

C.  

External stages only from any region, and any cloud provider

D.  

External stages only, only on the same region and cloud provider as the Snowflake account

Discussion 0
Questions 3

A Data Engineer is implementing a near real-time ingestionpipeline to toad data into Snowflake using the Snowflake Kafka connector. There will be three Kafka topics created.

……snowflake objects are created automatically when the Kafka connector starts? (Select THREE)

Options:

A.  

Tables

B.  

Tasks

C.  

Pipes

D.  

internal stages

E.  

External stages

F.  

Materialized views

Discussion 0
Questions 4

Which callback function is required within a JavaScript User-Defined Function (UDF) for it to execute successfully?

Options:

A.  

initialize ()

B.  

processRow ()

C.  

handler

D.  

finalize ()

Discussion 0
Questions 5

A Data Engineer needs to ingest invoice data in PDF format into Snowflake so that the data can be queried and used in a forecasting solution.

..... recommended way to ingest this data?

Options:

A.  

Use Snowpipe to ingest the files that land in an external stage into a Snowflake table

B.  

Use a COPY INTO command to ingest the PDF files in an external stage into a Snowflake table with a VARIANT column.

C.  

Create an external table on the PDF files that are stored in a stage and parse the data nto structured data

D.  

Create a Java User-Defined Function (UDF) that leverages Java-based PDF parser libraries to parse PDF data into structured data

Discussion 0
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